The UK's NCSC says no product can fully mitigate prompt injection. So limit what an agent can reach, and record what it did.
verysafe.ai/blog/20261027_pr…
MAS's final AI guidelines ask for an AI inventory, an oversight record that counts near misses, and red teaming. Phased in 2027 and 2028.
Read more: verysafe.ai/blog/20261020_ma…

ALT Timeline of MAS's AI risk management guidelines. Consultation paper issued November 13, 2025; consultation closed January 31, 2026; final guidelines issued October 7, 2026. From October 7, 2027, firms may meet Sections 3 and 4: board oversight, AI identification and the AI inventory. By October 7, 2028, Sections 5 and 6: life cycle controls and capability. MAS's response asks firms to apply life cycle controls to high-risk use cases as soon as possible.
A green status is a claim and a screenshot is a file. Neither is evidence until an outsider can check it.
Four questions that turn an artifact into evidence: who produced it, what period, which version, can someone else repeat it.
verysafe.ai/blog/20261013_as…
1/ Your AI bill is bigger than it needs to be, and not by a little. Teams duplicate the same inference 3.4× across providers because no single layer routes for cost.
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Less than 1% of enterprise AI calls land in a tamper-evident audit chain today.
We sign 100% of them. SHA-256 + Ed25519, chained so nothing can be altered after the fact.
When a regulator says "prove it," the receipt is already there.
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